Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | accuracy | boyce_cont | roc_auc | tss_max | brier_class |
|---|---|---|---|---|---|
| rf | 0.9523294 | 0.9388982 | 0.9932066 | 0.9538316 | NA |
| bt | 0.9079090 | 0.9589562 | 0.9546857 | 0.8046911 | NA |
| maxnet | 0.6338028 | 0.9206997 | 0.7715149 | 0.4290000 | NA |
| gam | 0.7681473 | 0.9523571 | 0.7672475 | 0.4082486 | 0.1610807 |
| glm | 0.7128927 | 0.7816606 | 0.7097920 | 0.4037760 | 0.1760644 |
Variable Importance